Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9346558 0.9486578 0.9858913 0.9018771
bt 0.7281214 0.9548363 0.7877960 0.4801190
maxnet 0.6581097 0.9689105 0.7403693 0.4067170
gam NA 0.8688977 NA NA
glm NA 0.8481193 NA NA

Variable Importance